Artificial Intelligence MCQs with Answers
Practice important Artificial Intelligence MCQs with answers and explanations.
Multiple Choice Questions
Q361: In the crossover technique of GA, offspring are created by combining:
- A: Two parents by swapping entire chromosomes
- B: Two parents by swapping half chromosomes
- C: One parent cloning itself
- D: Random mutation
View Answer
C
Q362: What problem can occur if no word has a particular bit set to 1 in the first generation during crossover GA?
- A: Mutation fails
- B: Crossover fails
- C: Bit will never be set to 1
- D: Lack of fitness function
View Answer
C
Q363: The GA algorithm stops when:
- A: All bits in any word are set to 1
- B: The maximum iterations are reached
- C: A solution with zero badness is found
- D: Any of the above
View Answer
D
Q364: In polynomial fitting GA, the badness value of [5,7] with points (1,10) and (2,13) is:
- A: 20
- B: 10
- C: 32
- D: 15
View Answer
A
Q365: In the example, what is the badness of [1,3] for points (1,5) and (3,9)?
- A: 32
- B: 10
- C: 20
- D: 42
View Answer
B
Q366: Which GA step involves creating a new generation from current solutions?
- A: Mutation
- B: Evaluation
- C: Crossover
- D: Inheritance
View Answer
A
Q367: What does the GA evaluation function do?
- A: Mutates individuals
- B: Selects the best solutions
- C: Measures solution fitness
- D: Creates offspring
View Answer
C
Q368: In the 32-bit word problem, how many new words does each word generate?
- A: 5
- B: 9
- C: 10
- D: 32
View Answer
B
Q369: In the GA example, what is the effect of crossover without mutation?
- A: Faster convergence
- B: Possible failure to find solution
- C: Less genetic diversity
- D: All of the above
View Answer
D
Q370: Fill in the blank: In GA, the "badness" function measures how _______ a solution is.
- A: Optimal
- B: Good
- C: Bad
- D: Fast
View Answer
C